Frame-rate conversion in a distributed computing system

ABSTRACT

Described herein are, among other things, distributed processing methods and systems for frame rate conversion. In an embodiment, a transcoding management machine manages a distributed transcoding process, creating a plurality of video segments and assigning the video segments across a set of distributed transcoding resources for frame rate conversion. The management machine typically sends a given segment to a given transcoding resource along with instructions to convert the frame rate to a specified output frame rate. In addition, the management machine can send certain transcoding assistance information that preferably facilitates the frame rate change process and helps the transcoding resource to create a more accurate output segment. Hence, in some embodiments, each transcoding resource can perform its transcode job independently, but with reference to the input segment it is responsible for transcoding and the assistance information provided by the management machine.

CROSS REFERENCE TO RELATED APPLICATIONS

This application is a continuation of U.S. application Ser. No.14/143,340, filed Dec. 30, 2013, the disclosure of which is herebyincorporated by reference in its entirety.

This patent document contains material which is subject to copyrightprotection. The copyright owner has no objection to the facsimilereproduction by anyone of the patent document or the patent disclosure,as it appears in Patent and Trademark Office patent files or records,but otherwise reserves all copyright rights whatsoever.

BACKGROUND

Technical Field

This disclosure relates generally to distributed data processing systemsand more particularly to frame rate conversion, sometimes referred to astemporal transcoding, of video content in distributed data processingenvironments.

Brief Description of the Related Art

Content providers (such as large-scale broadcasters, film distributors,and the like) generally want to distribute their content online in amanner that complements traditional mediums such as broadcast TV(including high definition television) and DVD. It is important to themto have the ability to distribute content to a wide variety ofthird-party client application/device formats, and to offer a qualityviewing experience regardless of network conditions, using moderntechnologies like adaptive bitrate streaming. Notably, sinceInternet-based content delivery is no longer limited to fixed lineenvironments such as the desktop, and more and more end users now usewireless devices to receive and view content, the ability to support newclient device formats and new streaming technologies is particularlyimportant.

A given content provider's content might represent single-media content(e.g., audio file) or the media file may include multiple media types,i.e., a container file with audio/video data. Generally speaking, agiven container file is built on elemental data, potentially leveragingseveral different formats. For example, the audio and video data areeach encoded using appropriate codecs, which are algorithms that encodeand compress that data. Example codecs include H.264, VP6, AAC, MP3,etc. A container or package format functions as a wrapper and describesthe data elements and metadata of various multimedia, so that a clientapplication knows how to play it. Example container formats include FLV,Silverlight, MP4, PIFF, and MPEG-TS.

A given multimedia stream may reflect a variety of settings used tocreate the stream, e.g., bitrate encoding, formatting, packaging andother settings. Several versions of a given stream may be necessary fortechnologies like adaptive bitrate streaming, in order to allow a clientor a server to switch between streams to compensate for networkcongestion or other issues.

Hence, to support the distribution of content to a wide variety ofdevices, content providers typically must create many different versionsof their content. This can be done by transcoding content to change anencoding parameter or container format (the latter often being referredto as transmuxing or remultiplexing). The bit rate may also be changed,a process often referred to as transrating. This allows, for example,the creation of multiple copies of a given movie title at differentscreen sizes, bit rates, and client player formats.

The conversion of content can be achieved using a single machine,sometimes referred to as a linear approach, in which one machineprocesses the entire file. Alternatively content can be converted usinga parallel approach, also referred to as a distributed approach, inwhich typically a given content file is broken into multiple segments orchunks, which are each processed by separate machines in a distributedcomputing architecture.

For example, U.S. Patent Publication No. 2013-0117418, titled “HybridPlatform For Content Delivery and Transcoding”, the teachings of whichare hereby incorporated by reference, discloses a system in whichmachines in a content delivery network (CDN) are configured to performtranscoding in parallel. The CDN described there is a distributingprocessing system and has many CDN machines. The CDN machines aredesignated as transcoding resources; a given content file is broken intosegments (sometimes referred to as streamlets′) which are distributed tovarious machines to be transcoded separately, along with instructionsand parameters for the transcoding job. Once the machines return thetranscoded content, the segments can be reassembled to create thetranscoded content file. U.S. Patent Publication No. 2013-0114744,titled “Segmented Parallel Encoding With Frame-Aware, Variable-SizeChunking,” the teachings of which are hereby incorporated by reference,discloses techniques for breaking a given video into segments.

In addition to the conversion functions described previously, it isdesirable to have a parallel architecture perform frame-rate conversionfor a video, which is sometimes referred to as “temporal transcoding.”For example, it may be desired to either up-convert or down-convert theframe rate in a given stream.

However, frame rate conversion in a distributed architecture ischallenging. The transcoding resources are operating in parallel, butsome frame rate conversion decisions (such as when to remove or insert aframe) cross segment boundaries. Also, some videos have jitter in theirtimestamps, causing slight variations at segment boundaries. And,group-of-picture (GoP) structures in the video stream can vary widelyand be quite complex.

FIGS. 1-2 illustrate some of the challenges present in a distributedtranscoding approach. FIG. 1 shows a set of hypothetical input videosegments that are 6 frames long (for a total of 24 frames) and are beingdown-converted to a total of 15 frames. The frames are denoted by thenumbered vertical lines. The frames are shown in presentation time stamp(PTS) order. In a single-transcoder (linear) system, there would be noboundary conditions because a single transcoder processes all input andoutput frames.

Therefore, in a linear transcoding approach, frame-rate conversion wouldsimply follow the input frame sequence to create an output sequence withuniform inter-frame spacing. However, in the distributed approach, eachtranscoding resource generally processes the segments independently;hence the boundary parameters such as t1 and t2 in FIG. 1 must beindependently calculated to accurately maintain frame-time distancesacross the boundaries once all of the individual segments aremultiplexed back together.

FIG. 2 further highlights the challenges of the distributed approach byillustrating the frame-rate conversion situation at each transcodingresource. FIG. 2 illustrates that each transcoding resource (TR) mayneed to produce a different number of output frames for its givensegment. Further, FIG. 2 illustrates the need for each transcodingresource to employ the proper starting and ending offset times t1, t2,or otherwise the frame timing of the output segment might be negativelyimpacted.

FIG. 3 illustrates input frame timing jitter. The top stream is theexample input sequence and the bottom is the output sequence withcorrected timing. The ideal timing is indicated by the crossed lines 301and some deviation of the frames from this ideal timing can be seen, forexample, around frames 6 and 12.

The small amount of jitter in the input sequence of FIG. 3 may not benoticeable when the sequence is played back, and it may not besignificant enough to impact audio-video synchronization. By the end ofthe sequence, all frames may again be aligned with the ideal frametimes, as shown in FIG. 3. However, the small amount of jitternevertheless might impact frame-rate conversion in a distributedtranscoding system. For example, looking at frame 6 of the input, we cansee that due to jitter problems, this frame has been pushed to segment 2instead of being a part of segment 1. The actual duration of frame 5,however, will be the difference between frames 6 and 5, and hence, theoverall length of segment 1 will be slightly larger than the ideal frametiming.

In a distributed approach, the transcoding resource processing segment 1is not aware that frame 6 should have actually been a part of segment 1,and instead may proceed to perform an additional frame duplication ofinput frame 5 to create output frame 6, which technically fits withinits time boundary. Hence, now there may be two frames representingoutput frame 6—one from a duplication of frame 5, and second from theactual input frame 6 in segment 2.

In light of these kinds of issues, there is a need to provide systems,apparatus, and methods for frame-rate conversion in distributedtranscoding architectures. The teachings herein address these needs andoffer other features and benefits that will become apparent in view ofthis disclosure.

SUMMARY

Described herein are, among other things, methods and systems for framerate conversion in a distributed processing environment. In anembodiment, a transcoding management machine manages a distributedtranscoding process, creating a plurality of video segments andassigning the video segments across a set of distributed transcodingresources for frame rate conversion. The management machine typicallysends a given segment to a given transcoding resource along withinstructions to change the frame rate to a specified output frame rate.

In addition, the management machine can send certain transcodingassistance information for the assigned segment, which is typicallytiming information about the video that the transcoding resource mightotherwise not know. Such information preferably facilitates the framerate conversion process and helps the transcoding resource to create amore accurate output segment, as described herein. Preferably, then,each transcoding resource can perform its transcode job independently,but with reference to the input segment it is responsible fortranscoding and the assistance information provided by the managementmachine.

The transcoding management machine, upon receiving various outputsegments returned from the distributed transcoding resources, canreassemble the complete transcoded stream at the new frame rate.

The foregoing description merely refers to particular examples of theinvention for purposes of overview and illustration. It is not limitingand the teachings hereof may be realized in a variety of systems,methods, apparatus, and non-transitory computer-readable media. Itshould also be noted that the allocation of functions to particularmachines is not limiting, as the functions recited herein may becombined or split amongst different machines in a variety of ways.

The subject matter described herein has a variety of applications incontent delivery and online platform architectures, including indistributed transcoding systems such as those implemented in a CDN andotherwise.

BRIEF DESCRIPTION OF THE DRAWINGS

The subject matter of this document will be more fully understood fromthe following detailed description taken in conjunction with theaccompanying drawings, in which:

FIG. 1 is a schematic diagram illustrating an example sequence of inputframes, allocated to particular segments, and a sequence of outputframes following a frame-rate down-conversion;

FIG. 2 is a schematic diagram illustrating the example sequence ofoutput frames from FIG. 1 on a segment by segment basis;

FIG. 3 is a schematic diagram illustrating an input sequence with inputframe timing jitter and an output sequence in which the timing jitterhas been mitigated;

FIG. 4 is a schematic diagram generally illustrating one embodiment of adistributed transcoding system;

FIG. 5A is a schematic diagram illustrating one embodiment of inputsegments at an given input frame rate that is converted to a desiredoutput frame rate;

FIG. 5B is a flow diagram illustrating an embodiment of a frame-rateconversion workflow at each transcoding resource;

FIG. 6 is a schematic diagram illustrating one embodiment of a sequenceof segments for demonstrating the calculation of an input duration;

FIG. 7 is a schematic diagram illustrating one embodiment of frame-rateup-conversion;

FIG. 8 is a schematic diagram illustrating one embodiment of frame-ratedown-conversion;

FIG. 9 is a schematic diagram illustrating one embodiment of aframe-rate conversion approach;

FIG. 10 is a schematic diagram illustrating another embodiment of aframe-rate conversion approach;

FIG. 11 is a schematic diagram illustrating one embodiment of a jitterhandling technique;

FIG. 12 is a schematic diagram illustrating one embodiment of adistributed computer system configured as a content delivery network(CDN);

FIG. 13 is a schematic diagram illustrating one embodiment of a machinein the system of FIG. 12; and,

FIG. 14 is a block diagram illustrating hardware in a computer systemthat may be used to implement the teachings hereof.

DETAILED DESCRIPTION

The following description sets forth embodiments of the invention toprovide an overall understanding of the principles of the structure,function, manufacture, and use of the methods and apparatus disclosedherein. The systems, methods and apparatus described herein andillustrated in the accompanying drawings are non-limiting examples; theclaims alone define the scope of protection that is sought. The featuresdescribed or illustrated in connection with one exemplary embodiment maybe combined with the features of other embodiments. Such modificationsand variations are intended to be included within the scope of thepresent invention. All patents, publications and references cited hereinare expressly incorporated herein by reference in their entirety. Theterm “e.g.” is used herein as an abbreviation for the non-limitingphrase “for example.”

INTRODUCTION

In one embodiment, a distributed processing system for frame rateconversion (sometimes referred to as temporal transcoding) is provided.Conventional distributed transcoding techniques may be employed to breakor chunk a given video into a plurality of segments, which are sometimesreferred to as streamlets. Preferably the segments are non-overlapping.The segments can be distributed to various transcoding resource machinesalong with instructions specifying the desired output frame rate. Theindividual transcoding resource machines perform the desired transcodeon their assigned segment, and return it to a management machine thatreassembles the transcoded segments into a whole at the new frame rate.

Preferably, the distributed transcoding resources work independently andleverage certain transcoding assistance information provided to themwith their transcoding job, so as to improve the frame-rate conversionprocess and output quality. FIG. 4 is a high-level diagram of adistributed transcoding architecture in which management machine 400manages the process of temporally transcoding a particular file orstream, breaking it into segments (preferably non-overlapping). Themanagement machine 400 also assigns the segments across a set of remoteand distributed transcoding resources that will each perform part thetranscode independently. In FIG. 4, the set of transcoding resources isrepresented by machines 401-403 and more generally any number ofmachines 401-40 x may be employed, as of course the number anddistribution of machines (both management and transcoding resourcemachines) may vary with the particular desired implementation goals.

Typically, the management machine 400 sends a given segment to anassigned transcoding resource, such as transcoding resource 401, withinstructions and parameters specifying that the transcoding resource 401should change the frame rate of its segment 501 to a given output framerate. The management machine 400 also sends the assigned transcodingresource 401 certain transcoding assistance information for segment 501.The management machine 400 does likewise for transcoding resource 402and segment 502, and so on.

Preferably, the assistance information provided by the managementmachine 400 is timing information, and in particular certain timestamps.

For example, one time stamp can represent a reference point in thevideo, such as the beginning of the sequence of segments in the video.For example, the first time stamp can be the presentation time stamp ofthe initial frame of the video to be transcoded. Other reference pointsare possible and are described further below.

A second time stamp is preferably associated with the initial frame ofthe next segment in the video—that is, the segment in the streamimmediately following the particular segment that is being assigned andsent by the management machine 400. Preferably, though withoutlimitation, this time stamp is the presentation time stamp of thatinitial frame of the ‘next’ segment. Put another way, the presentationtime stamp for the ‘next’ frame in the video following the assignedsegment is determined and sent. Preferably the management machine 400extracts this time stamp and sends it to the transcoding resource 40 xas part of the aforementioned assisting information, so that the nextsegment itself does not have to be sent.

Upon receiving the segment with the frame-rate change instructions andassistance information, the assigned transcoding resource machine 40 xcan use the assistance information to create an output segment with theproper frame timing and placement, thus converting the frame rate.Various intermediate calculations and decisions about how to produce theoutput segment may occur and are described in more detail below. Theassigned transcoding resource 40 x creates an output segment at thedesired frame rate based on the input segment and the assistanceinformation, and returns the output segment to the transcodingmanagement machine 400. As noted previously, the transcoding managementmachine 400 can reassemble the complete file or stream at the changedframe rate.

The transcoding management machine 400 and transcoding resource machines401-40 x may be machines in content delivery network, as described inU.S. Patent Publication No. 2013-0117418, titled “Hybrid Platform ForContent Delivery and Transcoding”, the teachings of which are herebyincorporated by reference, and in U.S. Patent Publication No.2013-0114744, titled “Segmented Parallel Encoding With Frame-Aware,Variable-Size Chunking,” the teachings of which are hereby incorporatedby reference.

Transcoding Assistance Information

FIG. 5A shows an example of a stream with multiple segments. Assume asabove that the segment 501 will be sent to transcoding resource 401 inFIG. 4 for conversion, and that segment 502 will be sent to transcodingresource 402 for conversion. In this embodiment, the management machine400 will provide each transcoding resource 401-402 with information usedto determine how many output frames must be created in each outputsegment, and to determine offsets t1 and t2 for the given segment so asto be able to create an output frame with the proper t1 and t2. (Theparameter t1 is referred to below as the end-of-segment offset time, andt2 is referred to as the start-of-segment offset time.)

To that end, preferably the transcoding management machine 400determines and sends, for a given segment to be transcoded:

-   -   A reference point, such as the presentation time stamp of the        initial input frame of the video to be transcoded. The reference        point could also be time stamp for a hypothetical input frame        appearing at an arbitrary time prior to the first input frame,        if the presentation for the first input frame is not easily        determinable. It should be understood that references to time        stamps, presentation time stamps and the like, are typically        with reference to a program clock reference (PCR) or system        clock reference (SCR), such as is known in the art in streaming        formats such as MPEG.    -   A time stamp, preferably the presentation time stamp, associated        with the initial frame from the ‘next’ segment—that is, the        segment in the stream that immediately follows the segment that        a given transcoding resource will be assigned and will be sent.        Put another way, the presentation time stamp for the ‘next’        frame in the video following the assigned segment is determined        and sent. Preferably the management machine extracts the time        stamp from the ‘next’ segment and sends it to the assigned        transcoding resource. In this way, the management machine does        not have to send the actual ‘next’ segment to the transcoding        resource. Alternatively, the management machine could send the        actual ‘next’ segment, but this results in excess data        transmission and in excess processing for the assigned        transcoding resource.        -   One way to obtain this presentation time stamp of the ‘next’            segment is for the management machine to use a function that            performs fast parsing of the video headers to determine any            necessary reordering of frames from decoding order to            presentation order without actually decoding the video            content of the frame. This functionality can be achieved            through modification of known software packages, such as            FFmpeg, to avoid decoding of frames. Alternatively, the            management machine could perform the decode, though this            would consume more resources.        -   Another way to obtain this presentation time stamp is to            extract it from containers that encapsulate both the decode            timestamp as well as the presentation timestamp for each            video frame. In the case of such containers, a lookahead            operation may be performed to select the lowest presentation            timestamp amongst a sequence of video frames (for example,            16 video frames) and choose that as the initial time stamp            of the next segment.

With reference to FIGS. 4-5, assume transcoding resource 401 willreceive segment 501. For segment 501, the reference point can be thepresentation time stamp of the first input frame (frame 0, which is fromthe same segment because it is the first segment), and the presentationtime stamp associated with the initial frame from the ‘next’ segmentwould be the initial frame of segment 502 (frame 4). Transcodingresource 402 will receive segment 502, and for segment 502, thereference point can likewise be the presentation time stamp of the firstinput frame (frame 0), and the presentation time stamp associated withthe initial frame from the ‘next’ segment would be the initial frame ofsegment 503 (not shown but immediately following segment 502 on theright).

The transcoding resources 401, 402 each use the assistance informationthey receive to independently calculate several parameters inconstructing an output segment.

A transcoding resource can use the reference point to calculate thewhole number of output frames that would fit into a duration thatpreceded the particular input segment at hand. From this, thestart-of-segment offset time t2 can be determined for that givensegment.

The first step is determining the total input duration D, which isdetermined by:

D(n)=input_segment_start(n)−reference_point

-   -   where the input_segment_start(n) is the time marking the        beginning of the current segment ‘n’ (e.g., the PCR time marking        the beginning of the current segment). Preferably the segments        are split as shown in FIG. 5A, such that the beginning of a        segment is marked by an input frame, and therefore the time        marking the beginning of the current segment is the presentation        time stamp (PTS) of the initial frame;    -   where the reference_point is the reference point described above        (e.g., the input PTS of the very first frame in the stream, or        otherwise); and    -   wherein ‘n’ is the segment being converted at the transcoding        resource (e.g., segment 501 or 502, as the case may be).

FIG. 6 illustrates the concept of the total input duration D in twodifferent cases. The total input duration D is calculated with referenceto the segment ‘n’ that is being converted. The total input duration forsegment 501 will be zero, as it is the first segment. Bracket 602indicates the total input duration for segment 502. Bracket 605indicates the total input duration for segment 505, solely as anotherexample. Another way of conceptualizing the total input duration D isthat it represents the entire duration from the reference point(typically the beginning of the video) that preceded the segment ‘n’that is being converted at the transcoding resource.

Next, the start-of-segment offset time t2 can be determined as follows:

OFN(n)=ceiling[D(n)/OFP]

-   -   where OFN is the output frame number for the initial frame in        segment ‘n’ that is being converted;    -   where OFP is the desired output frame period that was specified        by the transcoding management machine;    -   where the ceiling function operates to round any fractional        result of the division of D/OFP to the next higher whole number;        and

t2=[(OFN(n))*OFP]−D(n)

Once obtained, the value of t2 may be added to the starting time of theoutput frame, which is calculated based on input_segment_start(n) asshown with respect to paragraph [0056] above:

output_segment_start(n)−input_segment_start(n)+t2

-   -   where output_segment_start(n) is the starting time for the first        frame of segment ‘n’

It is worth noting that the calculation of t2 also can be made for theinitial segment, which is the reason why the reference point could be anarbitrary time in the past. If the reference point actually coincideswith the presentation time stamp of the initial frame of the initialinput segment, then the value of t2 will be zero. If the value of thereference point is an arbitrary point in the past, then the value of t2for the first segment may be a positive value.

Hence, in FIG. 5A, the output frame number of segment 502's initialframe is 4, and from this the value of t2 can be calculated. (Forsegment 501, the output frame number will be 1 and the value of t2 willbe zero, as would be expected given that it is the initial segment andthe reference point coincides with the presentation time stamp of theinitial frame.)

As can be seen in FIG. 5A, the end-of-segment-offset-time t1 andstart-of-segment offset time t2 together sum to one output frame period.

In an alternate embodiment, the transcoding management machine 400 mightperform some or all of the above calculations and determinations itself,and send the result to the assigned transcoding resource along with theassigned segment. This approach, however, does not leverage thecomputing resources of the transcoding resources as much. Nevertheless,it may be suitable in certain implementations.

Each transcoding resource, after determining or receiving the results ofthe foregoing calculations with respect to its assigned input segment,can create an output segment with a proper start-of-segment offset timet2 and an appropriate number of output frames in compliance with thedesired output frame rate. (See FIG. 5B.)

A variety of approaches are known in the art for performing a frame-rateconversion and can be used in conjunction with the teachings hereof.Frame-rate conversion can be achieved through the duplication orelimination of frames from the input sequence for frames to match thedesired frame-rate of the output sequence, for example. Some videoprocessing techniques aim to avoid duplication/dropping of framesthrough the synthesis of missing or duplicated frames. FIGS. 7-8 aredemonstrations of a frame-rate conversion process using the framedrop/duplication process, FIG. 7 being the up-conversion and FIG. 8being the down-conversion.

FIGS. 9-10 illustrate two possible methods two possible methodsutilizing the frame dropping and duplication approach: 1) absoluteclosest possible decoded frame, and 2) best available decoded frame. Inthe closest possible frame approach (FIG. 9), whether for up-conversionor down-conversion, for each frame to be encoded, the absolute closestdecoded frame must be selected for use by the duplication/droppingalgorithm; as shown in FIG. 9, this approach requires that for everyframe to be encoded, two input frames (before and after) be available,such that the absolute closest frame can be successfully determined.

The best-available approach (FIG. 10) utilizes the best availabledecoded frame. Here, each time a frame is decoded, it is examined to seewhether it can be used for an output frame with a +/−1 frame distance inthe past (duplicating) or the future (dropping).

A variety of software packages such as FFmpeg can be used for frame rateconversion (as modified by the teachings hereof).

The offset time t2, calculated as explained previously, is used into theframe-rate conversion process. For example, in FIG. 8, t2 is presentedas zero because the first input and output frames are aligned. However,if t2 were positive, the first output frame would be shifted to theright by the value of t2. If t2 were negative, then the first outputframe would be shifted left (before the input frame) by the value of t2.

Handling Input Jitter

As mentioned above, input frames may exhibit jitter in their timing. Asdescribed below, such jitter can be handled and reduced or removedduring the frame rate conversion process.

Sometimes, even though an output frame falls within the boundary of anoutput segment being produced by a transcoding resource, it is desirablethat the output frame be considered part of the next segment. An exampleis shown in FIG. 11, which depicts jitter at the boundary betweensegments 1101 and 1102. With reference to the left-hand side of FIG. 11(no jitter handling), it is observed that though frame 6 of the outputsequence falls within the boundary of an earlier segment 1101, itpreferably should be created as part of the later segment 1102, becausethe placement of frame 6 is due to input noise rather than an actualframe-rate conversion. Placing this frame in the next segment wouldeliminate an unnecessary duplication and dropping at the segmentboundary. To remedy this issue, the steps outlined in the followingparagraphs may be taken:

If the first output frame of the next segment falls within a configurederror tolerance, then the ceiling calculation described previously inparagraph [0058] is adjusted to indicate one less output frame. In sucha case, the output frame is created by the next streamlet. In order toachieve this, the formula for determining OFN(n) from paragraph [0058]may be altered to account for an error tolerance epsilon:

OFN(n)=ceiling[D(n)/OFP−EPSILON]

-   -   where EPSILON may be a predetermined constant factor between 0        to 0.5 depending on the desired error tolerance. An example        value of 0.03 may be one such constant value. A value of zero,        for example, indicates no tolerance for jitter in the input        video timestamps, while a value above 0 and less than 0.5        indicates some level of tolerance for jitter in the input video        timestamps. Alternatively, EPSILON may also be derived as a        formula based on a maximum allowed jitter for a particular input        source.

Likewise, if the last output frame of the current segment falls within aconfigured error tolerance, then the transcoding resource processingthat segment will not create that output frame, but rather expect thatthe next transcoding segment will create that frame

Implementation Within CDN

As noted above, the teachings hereof may be implemented within a contentdelivery network (CDN) and in particular the transcoding resource may bemachines in the CDN that are shared between the transcoding function andother CDN function (such as content caching and delivery). FIG. 12illustrates a distributed computer system configured CDN that isoperated and managed by a service provider. The service providertypically provides the content delivery service on behalf of thirdparties. In a system such as that shown in FIG. 12, a distributedcomputer system 1200 is configured as a content delivery network (CDN)and has a set of machines 1202 distributed around the Internet.Typically, most of the machines are servers located near the edge of theInternet, i.e., at or adjacent end user access networks. A networkoperations command center (NOCC) 1204 may be used to administer andmanage operations of the various machines in the system. Third partysites affiliated with content providers, such as web site 1206, offloaddelivery of content (e.g., HTML or other markup language files, embeddedpage objects, streaming media, software downloads, and the like) to thedistributed computer system 1200 and, in particular, to the CDN servers.Such servers may be grouped together into a point of presence (POP) 1207at a particular geographic location.

Typically, content providers offload their content delivery by aliasing(e.g., by a DNS CNAME) given content provider domains or sub-domains todomains that are managed by the service provider's authoritative domainname service. The server provider's domain name service directs end userclient machines 1222 that desire content to the distributed computersystem (or more particularly, to one of the CDN servers in the platform)to obtain the content more reliably and efficiently. The CDN serversrespond to the client requests, for example by fetching requestedcontent from a local cache, from another CDN server, from the originserver 1206 associated with the content provider, or other source.

For cacheable content, CDN servers typically employ on a caching modelthat relies on setting a time-to-live (TTL) for each cacheable object.After it is fetched, the object may be stored locally at a given CDNserver until the TTL expires, at which time is typically re-validated orrefreshed from the origin server 106. For non-cacheable objects(sometimes referred to as ‘dynamic’ content), the CDN server typicallymust return to the origin server 106 when the object is requested by aclient.

Although not shown in detail in FIG. 12, the distributed computer systemmay also include other infrastructure, such as a distributed datacollection system 1208 that collects usage and other data from the CDNservers, aggregates that data across a region or set of regions, andpasses that data to other back-end systems 1210, 1212, 1214 and 1216 tofacilitate monitoring, logging, alerts, billing, management and otheroperational and administrative functions. Distributed network agents1218 monitor the network as well as the server loads and providenetwork, traffic and load data to a DNS query handling mechanism 1215. Adistributed data transport mechanism 1220 may be used to distributecontrol information (e.g., metadata to manage content, to facilitateload balancing, and the like) to the CDN servers.

As illustrated in FIG. 13, a given machine 1300 in the CDN comprisescommodity hardware (e.g., a microprocessor) 1302 running an operatingsystem kernel (such as Linux® or variant) 1304 that supports one or moreapplications 1306. To facilitate content delivery services, for example,given machines typically run a set of applications, such as an HTTPproxy 1307, a name server 1308, a local monitoring process 1310, adistributed data collection process 1312, and the like. The HTTP proxy1307 (sometimes referred to herein as a global host or “ghost”)typically includes a manager process for managing a cache and deliveryof content from the machine. For streaming media, the machine mayinclude one or more media servers, as required by the supported mediaformats.

More information about a CDN platform can be found in U.S. Pat. Nos.6,108,703, 7,596,619, 7,240,100, 7,111,057, the teachings of which arehereby incorporated by reference in their entirety. For live streamingdelivery, the CDN may include a live delivery subsystem, such asdescribed in U.S. Pat. No. 7,296,082, and U.S. Publication Nos.2011/0173345 and 2012/0265853, the disclosures of which are incorporatedherein by reference.

Computer Based Implementation

The subject matter described herein may be implemented in conventionalcomputer systems, as modified by the teachings hereof, with theprocesses and functional characteristics described above realized inspecial-purpose hardware, general-purpose hardware configured bysoftware stored therein for special purposes, or a combination thereof.

Software may include one or several discrete programs. A given functionmay comprise part of any given module, process, execution thread, orother such programming construct. Generalizing, each function describedabove may be implemented as computer code, namely, as a set of computerinstructions, executable in one or more microprocessors to provide aspecial purpose machine. The code may be executed using conventionalapparatus—such as a microprocessor in a computer, digital dataprocessing device, or other computing apparatus—as modified by theteachings hereof. In one embodiment, such software may be implemented ina programming language that runs in conjunction with a proxy on astandard Intel hardware platform running an operating system such asLinux. The functionality may be built into the proxy code, or it may beexecuted as an adjunct to that code.

While in some cases above a particular order of operations performed bycertain embodiments is set forth, it should be understood that suchorder is exemplary and that they may be performed in a different order,combined, or the like. Moreover, some of the functions may be combinedor shared in given instructions, program sequences, code portions, andthe like. References in the specification to a given embodiment indicatethat the embodiment described may include a particular feature,structure, or characteristic, but every embodiment may not necessarilyinclude the particular feature, structure, or characteristic.

FIG. 14 is a block diagram that illustrates hardware in a computersystem 1400 in which embodiments of the invention may be implemented.The computer system 1400 may be embodied in a client, server, personalcomputer, workstation, tablet computer, wireless device, mobile device,network device, router, hub, gateway, or other device.

Computer system 1400 includes a microprocessor 1404 coupled to bus 1401.In some systems, multiple microprocessor and/or microprocessor cores maybe employed. Computer system 1400 further includes a main memory 1410,such as a random access memory (RAM) or other storage device, coupled tothe bus 1401 for storing information and instructions to be executed bymicroprocessor 1404. A read only memory (ROM) 1408 is coupled to the bus1401 for storing information and instructions for microprocessor 1404.As another form of memory, a non-volatile storage device 1406, such as amagnetic disk, solid state memory (e.g., flash memory), or optical disk,is provided and coupled to bus 1401 for storing information andinstructions. Other application-specific integrated circuits (ASICs),field programmable gate arrays (FPGAs) or circuitry may be included inthe computer system 1400 to perform functions described herein.

Although the computer system 1400 is often managed remotely via acommunication interface 1416, for local administration purposes thesystem 1400 may have a peripheral interface 1412 communicatively couplescomputer system 1400 to a user display 1414 that displays the output ofsoftware executing on the computer system, and an input device 1415(e.g., a keyboard, mouse, trackpad, touchscreen) that communicates userinput and instructions to the computer system 1400. The peripheralinterface 1412 may include interface circuitry and logic for local busessuch as Universal Serial Bus (USB) or other communication links.

Computer system 1400 is coupled to a communication interface 1416 thatprovides a link between the system bus 1401 and an externalcommunication link. The communication interface 1416 provides a networklink 1418. The communication interface 1416 may represent an Ethernet orother network interface card (NIC), a wireless interface, modem, anoptical interface, or other kind of input/output interface.

Network link 1418 provides data communication through one or morenetworks to other devices. Such devices include other computer systemsthat are part of a local area network (LAN) 1426. Furthermore, thenetwork link 1418 provides a link, via an internet service provider(ISP) 1420, to the Internet 1422. In turn, the Internet 1422 may providea link to other computing systems such as a remote server 1430 and/or aremote client 1431. Network link 1418 and such networks may transmitdata using packet-switched, circuit-switched, or other data-transmissionapproaches.

In operation, the computer system 1400 may implement the functionalitydescribed herein as a result of the microprocessor executing code. Suchcode may be read from or stored on a non-transitory computer-readablemedium, such as memory 1410, ROM 1408, or storage device 1406. Otherforms of non-transitory computer-readable media include disks, tapes,magnetic media, CD-ROMs, optical media, RAM, PROM, EPROM, and EEPROM.Any other non-transitory computer-readable medium may be employed.Executing code may also be read from network link 1418 (e.g., followingstorage in an interface buffer, local memory, or other circuitry).

The client device may be a conventional desktop, laptop or otherInternet-accessible machine running a web browser or other renderingengine, but as mentioned above the client may also be a wireless device.

It should be understood that the foregoing has presented certainembodiments of the invention that should not be construed as limiting.For example, certain language, syntax, and instructions have beenpresented above for illustrative purposes, and they should not beconstrued as limiting. It is contemplated that those skilled in the artwill recognize other possible implementations in view of this disclosureand in accordance with its scope and spirit. The appended claims definethe subject matter for which protection is sought.

It is noted that trademarks appearing herein are the property of theirrespective owners and used for identification and descriptive purposesonly, given the nature of the subject matter at issue, and not to implyendorsement or affiliation in any way.

1. (canceled)
 2. The system of claim 6, wherein the first time stamp isa presentation time stamp for the initial frame of the video.
 3. Thesystem of claim 6, wherein the second time stamp is a presentation timestamp for the initial frame from the segment in the video immediatelyfollowing the first segment.
 4. The system of claim 6, wherein themanagement machine stores code in memory executable to extract thesecond time stamp from the initial frame of a segment in the videoimmediately following the first segment before sending the second timestamp to the first transcoding resource machine.
 5. The system of claim6, wherein the management machine further stores code in memoryexecutable to send to the second transcoding resource machine: (i) thefirst time stamp; and (ii) a third time stamp that is associated with aninitial frame from a segment in the video immediately following thesecond segment.
 6. A system for frame-rate conversion in a distributedcomputing system, comprising: each of a management machine and a firstand a second transcoding resource machines comprising at least onemicroprocessor that is coupled to memory storing code executable by theat least one microprocessor to operate the given machine as describedherein; the management machine storing code in memory executable to sendfirst and second segments to the first and second transcoding resourcemachines, respectively, wherein each of the first and second segmentsrepresent portions of a video that are distinct from one another;wherein the management machine further stores code in memory executableto send an instruction to the first transcoding resource machine toconvert a frame rate of the portion of the video represented by thefirst segment to an output frame rate, and to send an instruction to thesecond transcoding resource machine to convert a frame rate of theportion of the video represented by the second segment to the outputframe rate; wherein the management machine further stores code in memoryexecutable to send to the first transcoding resource machine: (i) afirst time stamp that represents a reference point in the video; (ii) asecond time stamp that is associated with the initial frame of a segmentof the video immediately following the first segment; wherein the firsttranscoding resource machine stores code in memory executable to createan output segment at the output frame rate from the first segment, theoutput segment having an output frame period (OFP) that corresponds tothe output frame rate specified in the instruction from the managementmachine, having an output frame number (OFN) for the initial frame inthe output segment, and having a start-of-segment offset time (t2);wherein the value of OFN is determined by any of the first transcodingresource machine and the management machine, upon execution of storedcode, at least in part by evaluating a function that comprises dividingD by OFP to obtain a quotient and rounding the quotient, with Drepresenting the time difference between the beginning of the firstsegment and the first time stamp; wherein the value of t2 is determinedby the first transcoding machine, upon execution of stored code, atleast in part by evaluating a function that comprises subtracting D fromthe product of multiplying OFN by OFP.
 7. A system for frame-rateconversion in a distributed computing system, comprising: each of amanagement machine and a first and a second transcoding resourcemachines comprising at least one microprocessor that is coupled tomemory storing code executable by the at least one microprocessor tooperate the given machine as described herein; the management machinestoring code in memory executable to send first and second segments tothe first and second transcoding resource machines, respectively,wherein each of the first and second segments represent portions of avideo that are distinct from one another; wherein the management machinefurther stores code in memory executable to send an instruction to thefirst transcoding resource machine to convert a frame rate of theportion of the video represented by the first segment to an output framerate, and to send an instruction to the second transcoding resourcemachine to convert a frame rate of the portion of the video representedby the second segment to the output frame rate; wherein the managementmachine further stores code in memory executable to send to the firsttranscoding resource machine: (i) a first time stamp that represents areference point in the video; (ii) a second time stamp that isassociated with the initial frame of a segment of the video immediatelyfollowing the first segment; wherein the first transcoding resourcemachine stores code in memory executable to create an output segment atthe output frame rate from the first segment, the output segment havingan output frame period (OFP) that corresponds to the output frame ratespecified in the instruction from the management machine, having anoutput frame number (OFN) for the initial frame in the output segment,having an error tolerance factor EPSILON, and having a start-of-segmentoffset time (t2); wherein the value of OFN is determined by any of thefirst transcoding resource machine and the management machine, uponexecution of stored code, at least in part by evaluating a function thatcomprises dividing D by OFP to obtain a quotient, modifying the quotientbased at least on the error tolerance value EPSILON, and rounding themodified quotient, with D representing the time difference between thebeginning of the first segment and the first time stamp; wherein thevalue of t2 is determined by the first transcoding machine, uponexecution of stored code, at least in part by evaluating a function thatcomprises subtracting D from the product of multiplying OFN by OFP. 8.The system of claim 7, wherein the value of EPSILON is related totolerance for jitter in time stamps of the video to be converted.
 9. Thesystem of claim 8, wherein the value of EPSILON is between 0 and 0.5.10. The system of claim 7, wherein the value of EPSILON is determinedbased on expected jitter in the input video source.
 11. (canceled) 12.The system of claim 6, wherein the management machine stores code inmemory executable to segment the video into a plurality ofnon-overlapping segments that include the first and second segments. 13.The system of claim 6, wherein one or more other segments in the videoprecede the first and second segments.
 14. (canceled)
 15. The method ofclaim 19, wherein the first time stamp is a presentation time stamp forthe initial frame of the video.
 16. The method of claim 19, wherein thesecond time stamp is a presentation time stamp for the initial framefrom the segment in the video immediately following the first segment.17. (canceled)
 18. (canceled)
 19. A method of temporal transcoding,comprising: at a management machine: sending first and second segmentsto first and second transcoding resource machines, respectively, whereineach of the first and second segments represent portions of a video thatare distinct from one another; sending an instruction to the firsttranscoding resource machine to convert a frame rate of the portion ofthe video represented by the first segment to an output frame rate, andsends an instruction to the second transcoding resource machine toconvert a frame rate of the portion of the video represented by thesecond segment to the output frame rate; sending to the firsttranscoding resource machine: (i) a first time stamp that represents areference point in the video; (ii) a second time stamp that isassociated with the initial frame of a segment of the video immediatelyfollowing the first segment; at the first transcoding resource machine,creating an output segment at the output frame rate from the firstsegment, the output segment having an output frame period (OFP) thatcorresponds to the output frame rate specified in the instruction sentto the first transcoding resource machine, having an output frame number(OFN) for the initial frame in the output segment, and having astart-of-segment offset time (t2); wherein the value of OFN isdetermined by any of the first transcoding resource machine and themanagement machine, at least in part by evaluating a function thatcomprises dividing D by OFP to obtain a quotient and rounding thequotient, with D representing the time difference between the beginningof the first segment and the first time stamp; wherein the value of t2is determined by any of the first transcoding resource machine and themanagement machine, at least in part by evaluating a function thatcomprises subtracting D from the product of multiplying OFN by OFP. 20.A method of temporal transcoding, comprising: at a management machine:sending first and second segments to first and second transcodingresource machines, respectively, wherein each of the first and secondsegments represent portions of a video that are distinct from oneanother; sending an instruction to the first transcoding resourcemachine to convert a frame rate of the portion of the video representedby the first segment to an output frame rate, and sends an instructionto the second transcoding resource machine to convert a frame rate ofthe portion of the video represented by the second segment to the outputframe rate; sending to the first transcoding resource machine: (i) afirst time stamp that represents a reference point in the video; (ii) asecond time stamp that is associated with the initial frame of a segmentof the video immediately following the first segment; at the firsttranscoding resource machine, creating an output segment at the outputframe rate from the first segment, the output segment having an outputframe period (OFP) that corresponds to the specified output frame ratespecified in the instruction sent to the first transcoding resourcemachine, having an output frame number (OFN) for the initial frame inthe output segment, having an error tolerance factor EPSILON, and havinga start-of-segment offset time (t2); wherein the value of OFN isdetermined by any of the first transcoding resource machine and themanagement machine, at least in part by evaluating a function thatcomprises dividing D by OFP to obtain a quotient, modifying the quotientbased at least on the error tolerance value EPSILON, and rounding themodified quotient, with D representing the time difference between thebeginning of the first segment and the first time stamp; wherein thevalue of t2 is determined by the first transcoding machine at least inpart by evaluating a function that comprises subtracting D from theproduct of multiplying OFN by OFP.
 21. The method of claim 20, whereinthe value of EPSILON is related to tolerance for jitter in time stampsof the video to be converted.
 22. The method of claim 21, wherein thevalue of EPSILON is between 0 and 0.5.
 23. The method of claim 20,wherein the value of EPSILON is determined based on expected jitter inthe input video source.
 24. (canceled)
 25. A non-transitory computerreadable storage medium, storing one or more programs for execution byone or more processors of computer apparatuses, wherein the one or moreprograms include instructions for: at a management machine: sendingfirst and second segments to first and second transcoding resourcemachines, respectively, wherein each of the first and second segmentsrepresent portions of a video that are distinct from one another;sending an instruction to the first transcoding resource machine toconvert a frame rate of the portion of the video represented by thefirst segment to an output frame rate, and sending an instruction to thesecond transcoding resource machine to convert a frame rate of theportion of the video represented by the second segment to the outputframe rate; sending to the first transcoding resource machine: (i) afirst time stamp that represents a reference point in the video; (ii) asecond time stamp that is associated with the initial frame of a segmentof the video immediately following the first segment; and at the firsttranscoding resource machine: creating an output segment at the outputframe rate from the first segment, the output segment having an outputframe period (OFP) that corresponds to the output frame rate specifiedin the instruction sent to the first transcoding resource machine,having an output frame number (OFN) for the initial frame in the outputsegment, and having a start-of-segment offset time (t2); wherein thevalue of OFN is determined by any of the first transcoding resourcemachine and the management machine at least in part by evaluating afunction that comprises dividing D by OFP to obtain a quotient androunding the quotient, with D representing the time difference betweenthe beginning of the first segment and the first time stamp; wherein thevalue of t2 is determined by any of the first transcoding resourcemachine and the management machine, at least in part by evaluating afunction that comprises subtracting D from the product of multiplyingOFN by OFP.
 26. The system of claim 7, wherein the first time stamp is apresentation time stamp for the initial frame of the video.
 27. Thesystem of claim 7, wherein the second time stamp is a presentation timestamp for the initial frame from the segment in the video immediatelyfollowing the first segment.
 28. The system of claim 7, wherein themanagement machine stores code in memory executable to extract thesecond time stamp from the initial frame of a segment in the videoimmediately following the first segment before sending the second timestamp to the first transcoding resource machine.
 29. The system of claim7, wherein the management machine further stores code in memoryexecutable to send to the second transcoding resource machine: (i) thefirst time stamp; and (ii) a third time stamp that is associated with aninitial frame from a segment in the video immediately following thesecond segment.
 30. The system of claim 7, wherein the managementmachine stores code in memory executable to segment the video into aplurality of non-overlapping segments that include the first and secondsegments.
 31. The system of claim 7, wherein one or more other segmentsin the video precede the first and second segments.
 32. Non-transitorycomputer readable storage mediums, storing one or more programs forexecution by one or more processors of computer apparatuses, wherein theone or more programs include instructions for: at a management machine:sending first and second segments to first and second transcodingresource machines, respectively, wherein each of the first and secondsegments represent portions of a video that are distinct from oneanother; sending an instruction to the first transcoding resourcemachine to convert a frame rate of the portion of the video representedby the first segment to an output frame rate, and sending an instructionto the second transcoding resource machine to convert a frame rate ofthe portion of the video represented by the second segment to the outputframe rate; sending to the first transcoding resource machine: (i) afirst time stamp that represents a reference point in the video; (ii) asecond time stamp that is associated with the initial frame of a segmentof the video immediately following the first segment; and at the firsttranscoding resource machine: creating an output segment at the outputframe rate from the first segment, the output segment having an outputframe period (OFP) that corresponds to the output frame rate specifiedin the instruction sent to the first transcoding resource machine,having an output frame number (OFN) for the initial frame in the outputsegment, having an error tolerance factor EPSILON, and having astart-of-segment offset time (t2); wherein the value of OFN isdetermined by any of the first transcoding resource machine and themanagement machine, at least in part by evaluating a function thatcomprises dividing D by OFP to obtain a quotient, modifying the quotientbased at least on the error tolerance value EPSILON, and rounding themodified quotient, with D representing the time difference between thebeginning of the first segment and the first time stamp; wherein thevalue of t2 is determined by the first transcoding machine at least inpart by evaluating a function that comprises subtracting D from theproduct of multiplying OFN by OFP.